DEVELOPMENT... OpenML
Run
62334

Run 62334

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 16-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I20
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9222
Per class
Build CPU time
0.0284
Build memory
2775416646.3576
F measure
0.3462
Per class
Kappa
0.376
KB relative information score
2850.8516
Mean absolute error
0.1735
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5499
Per class
Predictive accuracy
0.4595
Prior entropy
3.1321
Recall
0.4595
Per class
Relative absolute error
0.8842
Root mean prior squared error
0.3132
Root mean squared error
0.2883
Root relative squared error
0.9204
SciMark benchmark
813.0234